Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000713

The MH-36 locality cells most similar to this Latur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001286

distance 0.169

#2 · Laturcell 4810000244

distance 0.169

#3 · Beedcell 4700001028

distance 0.173 · cross-district

#4 · Dharashivcell 4880001429

distance 0.174 · cross-district

#5 · Laturcell 4810002251

distance 0.184

#6 · Laturcell 4810002220

distance 0.186

#7 · Laturcell 4810001965

distance 0.187

#8 · Dharashivcell 4880000867

distance 0.188 · cross-district

#9 · Dharashivcell 4880004920

distance 0.191 · cross-district

#10 · Dharashivcell 4880002683

distance 0.191 · cross-district

#11 · Laturcell 4810001369

distance 0.191

#12 · Laturcell 4810002244

distance 0.191

#13 · Dharashivcell 4880002751

distance 0.193 · cross-district

#14 · Dharashivcell 4880002920

distance 0.198 · cross-district

#15 · Laturcell 4810001450

distance 0.198

#16 · Laturcell 4810002510

distance 0.2

#17 · Dharashivcell 4880001867

distance 0.201 · cross-district

#18 · Laturcell 4810001994

distance 0.201

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":481,"cluster_id":4810000713}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.